データマイニングツール市場、規模、シェア、動向、産業分析レポート：コンポーネント別、ビジネスファンクション別、企業規模別、展開別、業界別、地域別、2025年～2034年の市場予測

Polaris Market Researchの最新調査によると、データマイニングツールの市場規模は2034年までに36億5,000万米ドルに達する見込みです。この調査レポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

データマイニングツール市場は、膨大なデータセットからパターンや関係性、実用的な洞察を抽出するために設計されたプラットフォームや技術を中心に展開しています。これらのツールは、予測分析、顧客セグメンテーション、不正検出、業界全体の業務予測を可能にする上で重要な役割を果たしています。核となる機能は、生の複雑なデータを、インテリジェントな意思決定と戦略的計画をサポートする構造化された情報に変換することにあります。企業はデータマイニングツールを導入することで、プロセスを合理化し、顧客体験を向上させ、変化の激しい市場で競争力を高めています。主な成長要因の1つは、変動する消費者行動や業務ダイナミクスに適応できるリアルタイムの分析とビジネスインテリジェンスに対する需要の高まりです。AIと機械学習モデルの採用が増加しているため、ベンダーは高度なアルゴリズム機能をツールに統合する必要に迫られています。顕著な業界動向は、技術ユーザーとビジネスユーザーの両方に対応するクラウドベースのローコードプラットフォームへのシフトです。

データプライバシー規制が強化される中、企業は安全なデータ処理とガバナンスを提供するコンプライアンス・ソリューションを求めています。特に小売、ヘルスケア、物流などの分野で、アナリティクスを初めて採用する中小企業にビジネスチャンスが生まれつつあります。クロスプラットフォームの互換性、導入の容易さ、既存の業務システムとの統合が不可欠な機能となっています。企業はまた、デジタルトランスフォーメーションと自動化の目標をサポートするために、これらのツールを活用しています。データサイエンスの手法とユーザーの期待が進化し続けているため、この高価値の市場では継続的なイノベーションとカスタマイズが求められており、最新の企業分析インフラストラクチャの重要な構成要素となっています。

データマイニングツール市場レポートハイライト

コンポーネント別では、中核的なデータ分析および予測モデリングプロセスで広く使用されていることから、2024年の収益シェアはツールセグメントが約60%を占める。

ビジネスファンクション別では、キャンペーンのパーソナライズとROI測定のための顧客分析の利用が増加していることから、2024年にはマーケティング分野が最大の売上シェアを占めました。

2024年、北米のデータマイニングツール市場は、金融、ヘルスケア、小売などの分野で高度なアナリティクスを企業が積極的に導入していることから、収益シェアの約35%を占めました。

欧州のデータマイニングツール市場は、業界全体におけるデータプライバシー、予測分析、自動化への注目の高まりにより、予測期間中に大きく成長する見込みです。

世界の主要企業には、Altair Engineering Inc.、IBM Corporation、Intel Corporation、KNIME、Microsoft、Oracle、SAP SE、SAS Institute, Inc.、Teradata、The MathWorks, Inc.などがあります。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界のデータマイニングツール市場の洞察

• 市場スナップショット
• データマイニングツール市場力学
  • 促進要因と機会
    • Eコマースとデジタルマーケティングの拡大
    • スマートガバナンスに向けた政府の取り組み
  • 抑制要因と課題
    • 実装の複雑さ
• PESTEL分析
• データマイニングツール市場の動向
• バリューチェーン分析

第5章 世界のデータマイニングツール市場：コンポーネント別

• 主な調査結果
• イントロダクション
• ツール
• サービス

第6章 世界のデータマイニングツール市場：ビジネスファンクション別

• 主な調査結果
• イントロダクション
• マーケティング
• ファイナンス
• サプライチェーンと物流
• オペレーション

第7章 世界のデータマイニングツール市場：企業規模別

• 主な調査結果
• イントロダクション
• 大企業
• 中小企業

第8章 世界のデータマイニングツール市場：展開別

• 主な調査結果
• イントロダクション
• オンプレミス
• クラウド

第9章 世界のデータマイニングツール市場：業界別

• 主な調査結果
• イントロダクション
• BFSI
• エネルギー・公益事業
• ヘルスケア
• IT・通信
• 小売り
• 政府と防衛
• 製造業
• その他

第10章 世界のデータマイニングツール市場：地域別

• 主な調査結果
• イントロダクション
  • データマイニングツール市場分析：地域別、2020～2034年
• 北米
  • 北米：コンポーネント別、2020～2034年
  • 北米：ビジネスファンクション別、2020～2034年
  • 北米：企業規模別、2020～2034年
  • 北米：展開別、2020～2034年
  • 北米：業界別、2020～2034年
  • 米国
  • カナダ
• 欧州
  • 欧州：構成別、2020～2034年
  • 欧州：ビジネスファンクション別、2020～2034年
  • 欧州：企業規模別、2020～2034年
  • 欧州：展開別、2020～2034年
  • 欧州：業界別、2020～2034年
  • 英国
  • フランス
  • ドイツ
  • イタリア
  • スペイン
  • オランダ
  • ロシア
  • その他欧州
• アジア太平洋地域
  • アジア太平洋地域：構成別、2020～2034年
  • アジア太平洋地域：ビジネスファンクション別、2020～2034年
  • アジア太平洋地域：企業規模別、2020～2034年
  • アジア太平洋地域：展開別、2020～2034年
  • アジア太平洋地域：業界別、2020～2034年
  • 中国
  • インド
  • マレーシア
  • 日本
  • インドネシア
  • 韓国
  • オーストラリア
  • その他アジア太平洋地域
• 中東・アフリカ
  • 中東・アフリカ：構成別、2020～2034年
  • 中東・アフリカ：ビジネスファンクション別、2020～2034年
  • 中東・アフリカ：企業規模別、2020～2034年
  • 中東・アフリカ：展開別、2020～2034年
  • 中東・アフリカ：業界別、2020～2034年
  • サウジアラビア
  • アラブ首長国連邦
  • イスラエル
  • 南アフリカ
  • その他中東とアフリカ
• ラテンアメリカ
  • ラテンアメリカ：構成別、2020～2034年
  • ラテンアメリカ：ビジネスファンクション別、2020～2034年
  • ラテンアメリカ：企業規模別、2020～2034年
  • ラテンアメリカ：展開別、2020～2034年
  • ラテンアメリカ：業界別、2020～2034年
  • メキシコ
  • ブラジル
  • アルゼンチン
  • その他ラテンアメリカ

第11章 競合情勢

• 拡大と買収の分析
  • 拡大
  • 買収
• 提携/協業/合意/公開

第12章 企業プロファイル

• Altair Engineering Inc.
• IBM Corporation
• Intel Corporation
• KNIME
• Microsoft
• Oracle
• SAP SE
• SAS Institute, Inc.
• Teradata
• The MathWorks, Inc.

List of Tables:

• Table 1 Global Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 2 Global Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 3 Global Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 4 Global Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 5 Global Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 6 North America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 7 North America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 8 North America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 9 North America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 10 North America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 11 U.S.: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 12 U.S.: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 13 U.S.: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 14 U.S.: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 15 U.S.: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 16 Canada: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 17 Canada: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 18 Canada: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 19 Canada: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 20 Canada: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 21 Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 22 Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 23 Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 24 Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 25 Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 26 UK: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 27 UK: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 28 UK: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 29 UK: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 30 UK: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 31 France: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 32 France: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 33 France: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 34 France: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 35 France: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 36 Germany: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 37 Germany: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 38 Germany: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 39 Germany: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 40 Germany: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 41 Italy: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 42 Italy: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 43 Italy: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 44 Italy: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 45 Italy: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 46 Spain: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 47 Spain: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 48 Spain: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 49 Spain: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 50 Spain: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 51 Netherlands: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 52 Netherlands: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 53 Netherlands: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 54 Netherlands: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 55 Netherlands: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 56 Russia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 57 Russia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 58 Russia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 59 Russia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 60 Russia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 61 Rest of Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 62 Rest of Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 63 Rest of Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 64 Rest of Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 65 Rest of Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 66 Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 67 Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 68 Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 69 Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 70 Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 71 China: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 72 China: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 73 China: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 74 China: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 75 China: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 76 India: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 77 India: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 78 India: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 79 India: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 80 India: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 81 Malaysia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 82 Malaysia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 83 Malaysia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 84 Malaysia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 85 Malaysia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 86 Japan: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 87 Japan: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 88 Japan: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 89 Japan: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 90 Japan: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 91 Indonesia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 92 Indonesia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 93 Indonesia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 94 Indonesia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 95 Indonesia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 96 South Korea: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 97 South Korea: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 98 South Korea: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 99 South Korea: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 100 South Korea: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 101 Australia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 102 Australia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 103 Australia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 104 Australia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 105 Australia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 106 Rest of Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 107 Rest of Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 108 Rest of Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 109 Rest of Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 110 Rest of Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 111 Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 112 Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 113 Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 114 Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 115 Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 116 Saudi Arabia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 117 Saudi Arabia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 118 Saudi Arabia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 119 Saudi Arabia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 120 Saudi Arabia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 121 UAE: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 122 UAE: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 123 UAE: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 124 UAE: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 125 UAE: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 126 Israel: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 127 Israel: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 128 Israel: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 129 Israel: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 130 Israel: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 131 South Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 132 South Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 133 South Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 134 South Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 135 South Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 136 Rest of Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 137 Rest of Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 138 Rest of Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 139 Rest of Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 140 Rest of Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 141 Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 142 Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 143 Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 144 Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 145 Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 146 Mexico: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 147 Mexico: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 148 Mexico: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 149 Mexico: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 150 Mexico: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 151 Brazil: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 152 Brazil: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 153 Brazil: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 154 Brazil: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 155 Brazil: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 156 Argentina: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 157 Argentina: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 158 Argentina: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 159 Argentina: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 160 Argentina: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• Table 161 Rest of Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• Table 162 Rest of Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• Table 163 Rest of Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• Table 164 Rest of Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• Table 165 Rest of Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)

List of Figures:

• Figure 1. Global Data Mining Tools Market, 2020-2034 (USD Billion)
• Figure 2. Integrated Ecosystem
• Figure 3. Research Methodology: Top-Down & Bottom-Up Price
• Figure 4. Market by Geography
• Figure 5. Porter's Five Forces
• Figure 6. Market by Component
• Figure 7. Global Data Mining Tools Market, by Component, 2024 & 2034 (USD Billion)
• Figure 8. Market by Business Function
• Figure 9. Global Data Mining Tools Market, by Business Function, 2024 & 2034 (USD Billion)
• Figure 10. Market by Enterprise Size
• Figure 11. Global Data Mining Tools Market, by Enterprise Size, 2024 & 2034 (USD Billion)
• Figure 12. Market by Deployment
• Figure 13. Global Data Mining Tools Market, by Deployment, 2024 & 2034 (USD Billion)
• Figure 14. Market by Vertical
• Figure 15. Global Data Mining Tools Market, by Vertical, 2024 & 2034 (USD Billion)

The data mining tools market size is expected to reach USD 3.65 billion by 2034, according to a new study by Polaris Market Research. The report "Data Mining Tools Market Size, Share, Trend, Industry Analysis Report By Component (Tools, Services), By Business Function, By Enterprise Size, By Deployment, By Vertical, By Region - Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The data mining tools market revolves around platforms and technologies designed to extract patterns, relationships, and actionable insights from vast datasets. These tools play a critical role in enabling predictive analytics, customer segmentation, fraud detection, and operational forecasting across industries. The core function lies in transforming raw, complex data into structured information that supports intelligent decision-making and strategic planning. Organizations are deploying data mining tools to streamline processes, improve customer experience, and gain a competitive edge in fast-changing markets. One of the main growth drivers is the rising demand for real-time analytics and business intelligence that can adapt to fluctuating consumer behavior and operational dynamics. Increasing adoption of AI and machine learning models is pushing vendors to integrate advanced algorithmic capabilities into their tools. A noticeable industry trend is the shift toward cloud-based, low-code platforms that cater to both technical and business users.

As data privacy regulations tighten, companies seek compliant solutions that offer secure data processing and governance. Opportunities are emerging in small and mid-sized enterprises adopting analytics for the first time, particularly in sectors such as retail, healthcare, and logistics. Cross-platform compatibility, ease of deployment, and integration with existing business systems are becoming essential features. Companies are also leveraging these tools to support digital transformation and automation goals. The ongoing evolution in data science methodologies and user expectations is prompting continuous innovation and customization in this high-value market, making it a critical component of modern enterprise analytics infrastructure.

Data Mining Tools Market Report Highlights

By component, the tools segment accounted for approximately 60% of the revenue share in 2024 due to its widespread use in core data analysis and predictive modeling processes.

Based on business function, in 2024, the marketing segment accounted for the largest revenue share, driven by the increasing use of customer analytics to personalize campaigns and measure ROI.

In 2024, the North America data mining tools market accounted for approximately 35% of the revenue share due to strong enterprise adoption of advanced analytics across sectors such as finance, healthcare, and retail.

The Europe data mining tools market is expected to grow significantly during the forecast period, driven by increasing focus on data privacy, predictive analytics, and automation across industries.

A few global key players include Altair Engineering Inc.; IBM Corporation; Intel Corporation; KNIME; Microsoft; Oracle; SAP SE; SAS Institute, Inc.; Teradata; and The MathWorks, Inc.

Polaris Market Research has segmented the data mining tools market report on the basis of component, business function, enterprise size, deployment, vertical, and region:

By Component Outlook (Revenue USD Billion, 2020-2034)

Tools

Services

By Business Function Outlook (Revenue USD Billion, 2020-2034)

Marketing

Finance

Supply Chain & Logistics

Operations

By Enterprise Size Outlook (Revenue USD Billion, 2020-2034)

Large Enterprises

SMEs

By Deployment Outlook (Revenue USD Billion, 2020-2034)

On-premises

Cloud

By Vertical Outlook (Revenue USD Billion, 2020-2034)

BFSI

Energy & Utilities

Healthcare

IT & Telecom

Retail

Government & Defense

Manufacturing

Others

By Regional Outlook (Revenue USD Billion, 2020-2034)

North America

US

Canada

Europe

Germany

France

UK

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Vietnam

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Mexico

Brazil

Argentina

Rest of Latin America

Table of Contents

1. Introduction

• 1.1. Report Description
  • 1.1.1. Objectives of the Study
  • 1.1.2. Market Scope
  • 1.1.3. Assumptions
• 1.2. Stakeholders

2. Executive Summary

• 2.1. Market Highlights

3. Research Methodology

• 3.1. Overview
  • 3.1.1. Data Mining
• 3.2. Data Sources
  • 3.2.1. Primary Sources
  • 3.2.2. Secondary Sources

4. Global Data Mining Tools Market Insights

• 4.1. Data Mining Tools Market - Market Snapshot
• 4.2. Data Mining Tools Market Dynamics
  • 4.2.1. Drivers and Opportunities
    • 4.2.1.1. Expansion of E-commerce and Digital Marketing
    • 4.2.1.2. Government Initiatives for Smart Governance
  • 4.2.2. Restraints and Challenges
    • 4.2.2.1. Complexity in Implementation
• 4.3. Porter's Five Forces Analysis
  • 4.3.1. Bargaining Power of Suppliers (Moderate)
  • 4.3.2. Threats of New Entrants: (Low)
  • 4.3.3. Bargaining Power of Buyers (Moderate)
  • 4.3.4. Threat of Substitute (Moderate)
  • 4.3.5. Rivalry among existing firms (High)
• 4.4. PESTEL Analysis
• 4.5. Data Mining Tools Market Trends
• 4.6. Value Chain Analysis

5. Global Data Mining Tools Market, by Component

• 5.1. Key Findings
• 5.2. Introduction
  • 5.2.1. Global Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
• 5.3. Tools
  • 5.3.1. Global Data Mining Tools Market, by Tools, by Region, 2020-2034 (USD Billion)
• 5.4. Services
  • 5.4.1. Global Data Mining Tools Market, by Services, by Region, 2020-2034 (USD Billion)

6. Global Data Mining Tools Market, by Business Function

• 6.1. Key Findings
• 6.2. Introduction
  • 6.2.1. Global Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
• 6.3. Marketing
  • 6.3.1. Global Data Mining Tools Market, by Marketing, by Region, 2020-2034 (USD Billion)
• 6.4. Finance
  • 6.4.1. Global Data Mining Tools Market, by Finance, by Region, 2020-2034 (USD Billion)
• 6.5. Supply Chain & Logistics
  • 6.5.1. Global Data Mining Tools Market, by Supply Chain & Logistics, by Region, 2020-2034 (USD Billion)
• 6.6. Operations
  • 6.6.1. Global Data Mining Tools Market, by Operations, by Region, 2020-2034 (USD Billion)

7. Global Data Mining Tools Market, by Enterprise Size

• 7.1. Key Findings
• 7.2. Introduction
  • 7.2.1. Global Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
• 7.3. Large Enterprises
  • 7.3.1. Global Data Mining Tools Market, by Large Enterprises, by Region, 2020-2034 (USD Billion)
• 7.4. SMEs
  • 7.4.1. Global Data Mining Tools Market, by SMEs, by Region, 2020-2034 (USD Billion)

8. Global Data Mining Tools Market, by Deployment

• 8.1. Key Findings
• 8.2. Introduction
  • 8.2.1. Global Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
• 8.3. On-premises
  • 8.3.1. Global Data Mining Tools Market, by On-premises, by Region, 2020-2034 (USD Billion)
• 8.4. Cloud
  • 8.4.1. Global Data Mining Tools Market, by Cloud, by Region, 2020-2034 (USD Billion)

9. Global Data Mining Tools Market, by Vertical

• 9.1. Key Findings
• 9.2. Introduction
  • 9.2.1. Global Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• 9.3. BFSI
  • 9.3.1. Global Data Mining Tools Market, by BFSI, by Region, 2020-2034 (USD Billion)
• 9.4. Energy & Utilities
  • 9.4.1. Global Data Mining Tools Market, by Energy & Utilities, by Region, 2020-2034 (USD Billion)
• 9.5. Healthcare
  • 9.5.1. Global Data Mining Tools Market, by Healthcare, by Region, 2020-2034 (USD Billion)
• 9.6. IT & Telecom
  • 9.6.1. Global Data Mining Tools Market, by IT & Telecom, by Region, 2020-2034 (USD Billion)
• 9.7. Retail
  • 9.7.1. Global Data Mining Tools Market, by Retail, by Region, 2020-2034 (USD Billion)
• 9.8. Government & Defense
  • 9.8.1. Global Data Mining Tools Market, by Government & Defense, by Region, 2020-2034 (USD Billion)
• 9.9. Manufacturing
  • 9.9.1. Global Data Mining Tools Market, by Manufacturing, by Region, 2020-2034 (USD Billion)
• 9.10. Others
  • 9.10.1. Global Data Mining Tools Market, by Others, by Region, 2020-2034 (USD Billion)

10. Global Data Mining Tools Market, by Geography

• 10.1. Key Findings
• 10.2. Introduction
  • 10.2.1. Data Mining Tools Market Assessment, By Geography, 2020-2034 (USD Billion)
• 10.3. Data Mining Tools Market - North America
  • 10.3.1. North America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 10.3.2. North America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 10.3.3. North America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 10.3.4. North America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 10.3.5. North America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.3.6. Data Mining Tools Market - U.S.
    • 10.3.6.1. U.S.: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.3.6.2. U.S.: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.3.6.3. U.S.: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.3.6.4. U.S.: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.3.6.5. U.S.: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.3.7. Data Mining Tools Market - Canada
    • 10.3.7.1. Canada: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.3.7.2. Canada: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.3.7.3. Canada: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.3.7.4. Canada: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.3.7.5. Canada: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• 10.4. Data Mining Tools Market - Europe
  • 10.4.1. Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 10.4.2. Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 10.4.3. Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 10.4.4. Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 10.4.5. Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.6. Data Mining Tools Market - UK
    • 10.4.6.1. UK: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.6.2. UK: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.6.3. UK: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.6.4. UK: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.6.5. UK: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.7. Data Mining Tools Market - France
    • 10.4.7.1. France: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.7.2. France: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.7.3. France: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.7.4. France: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.7.5. France: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.8. Data Mining Tools Market - Germany
    • 10.4.8.1. Germany: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.8.2. Germany: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.8.3. Germany: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.8.4. Germany: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.8.5. Germany: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.9. Data Mining Tools Market - Italy
    • 10.4.9.1. Italy: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.9.2. Italy: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.9.3. Italy: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.9.4. Italy: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.9.5. Italy: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.10. Data Mining Tools Market - Spain
    • 10.4.10.1. Spain: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.10.2. Spain: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.10.3. Spain: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.10.4. Spain: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.10.5. Spain: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.11. Data Mining Tools Market - Netherlands
    • 10.4.11.1. Netherlands: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.11.2. Netherlands: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.11.3. Netherlands: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.11.4. Netherlands: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.11.5. Netherlands: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.12. Data Mining Tools Market - Russia
    • 10.4.12.1. Russia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.12.2. Russia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.12.3. Russia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.12.4. Russia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.12.5. Russia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4.13. Data Mining Tools Market - Rest of Europe
    • 10.4.13.1. Rest of Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.13.2. Rest of Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.13.3. Rest of Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.13.4. Rest of Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.13.5. Rest of Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• 10.5. Data Mining Tools Market - Asia Pacific
  • 10.5.1. Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 10.5.2. Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 10.5.3. Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 10.5.4. Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 10.5.5. Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.6. Data Mining Tools Market - China
    • 10.5.6.1. China: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.6.2. China: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.6.3. China: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.6.4. China: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.6.5. China: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.7. Data Mining Tools Market - India
    • 10.5.7.1. India: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.7.2. India: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.7.3. India: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.7.4. India: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.7.5. India: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.8. Data Mining Tools Market - Malaysia
    • 10.5.8.1. Malaysia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.8.2. Malaysia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.8.3. Malaysia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.8.4. Malaysia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.8.5. Malaysia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.9. Data Mining Tools Market - Japan
    • 10.5.9.1. Japan: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.9.2. Japan: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.9.3. Japan: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.9.4. Japan: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.9.5. Japan: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.10. Data Mining Tools Market - Indonesia
    • 10.5.10.1. Indonesia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.10.2. Indonesia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.10.3. Indonesia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.10.4. Indonesia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.10.5. Indonesia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.11. Data Mining Tools Market - South Korea
    • 10.5.11.1. South Korea: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.11.2. South Korea: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.11.3. South Korea: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.11.4. South Korea: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.11.5. South Korea: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.12. Data Mining Tools Market - Australia
    • 10.5.12.1. Australia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.12.2. Australia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.12.3. Australia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.12.4. Australia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.12.5. Australia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5.13. Data Mining Tools Market - Rest of Asia Pacific
    • 10.5.13.1. Rest of Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.13.2. Rest of Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.13.3. Rest of Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.13.4. Rest of Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.13.5. Rest of Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• 10.6. Data Mining Tools Market - Middle East & Africa
  • 10.6.1. Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 10.6.2. Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 10.6.3. Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 10.6.4. Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 10.6.5. Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6.6. Data Mining Tools Market - Saudi Arabia
    • 10.6.6.1. Saudi Arabia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.6.2. Saudi Arabia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.6.3. Saudi Arabia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.6.4. Saudi Arabia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.6.5. Saudi Arabia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6.7. Data Mining Tools Market - UAE
    • 10.6.7.1. UAE: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.7.2. UAE: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.7.3. UAE: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.7.4. UAE: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.7.5. UAE: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6.8. Data Mining Tools Market - Israel
    • 10.6.8.1. Israel: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.8.2. Israel: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.8.3. Israel: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.8.4. Israel: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.8.5. Israel: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6.9. Data Mining Tools Market - South Africa
    • 10.6.9.1. South Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.9.2. South Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.9.3. South Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.9.4. South Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.9.5. South Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6.10. Data Mining Tools Market - Rest of Middle East & Africa
    • 10.6.10.1. Rest of Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.10.2. Rest of Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.10.3. Rest of Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.10.4. Rest of Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.10.5. Rest of Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
• 10.7. Data Mining Tools Market - Latin America
  • 10.7.1. Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 10.7.2. Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 10.7.3. Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 10.7.4. Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 10.7.5. Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.7.6. Data Mining Tools Market - Mexico
    • 10.7.6.1. Mexico: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.7.6.2. Mexico: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.7.6.3. Mexico: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.7.6.4. Mexico: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.7.6.5. Mexico: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.7.7. Data Mining Tools Market - Brazil
    • 10.7.7.1. Brazil: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.7.7.2. Brazil: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.7.7.3. Brazil: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.7.7.4. Brazil: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.7.7.5. Brazil: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.7.8. Data Mining Tools Market - Argentina
    • 10.7.8.1. Argentina: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.7.8.2. Argentina: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.7.8.3. Argentina: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.7.8.4. Argentina: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.7.8.5. Argentina: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.7.9. Data Mining Tools Market - Rest of Latin America
    • 10.7.9.1. Rest of Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.7.9.2. Rest of Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.7.9.3. Rest of Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.7.9.4. Rest of Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.7.9.5. Rest of Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)

11. Competitive Landscape

• 11.1. Expansion and Acquisition Analysis
  • 11.1.1. Expansion
  • 11.1.2. Acquisitions
• 11.2. Partnerships/Collaborations/Agreements/Exhibitions

12. Company Profiles

• 12.1. Altair Engineering Inc.
  • 12.1.1. Company Overview
  • 12.1.2. Financial Performance
  • 12.1.3. Product Benchmarking
  • 12.1.4. Recent Development
• 12.2. IBM Corporation
  • 12.2.1. Company Overview
  • 12.2.2. Financial Performance
  • 12.2.3. Product Benchmarking
  • 12.2.4. Recent Development
• 12.3. Intel Corporation
  • 12.3.1. Company Overview
  • 12.3.2. Financial Performance
  • 12.3.3. Product Benchmarking
  • 12.3.4. Recent Development
• 12.4. KNIME
  • 12.4.1. Company Overview
  • 12.4.2. Financial Performance
  • 12.4.3. Product Benchmarking
  • 12.4.4. Recent Development
• 12.5. Microsoft
  • 12.5.1. Company Overview
  • 12.5.2. Financial Performance
  • 12.5.3. Product Benchmarking
  • 12.5.4. Recent Development
• 12.6. Oracle
  • 12.6.1. Company Overview
  • 12.6.2. Financial Performance
  • 12.6.3. Product Benchmarking
  • 12.6.4. Recent Development
• 12.7. SAP SE
  • 12.7.1. Company Overview
  • 12.7.2. Financial Performance
  • 12.7.3. Product Benchmarking
  • 12.7.4. Recent Development
• 12.8. SAS Institute, Inc.
  • 12.8.1. Company Overview
  • 12.8.2. Financial Performance
  • 12.8.3. Product Benchmarking
  • 12.8.4. Recent Development
• 12.9. Teradata
  • 12.9.1. Company Overview
  • 12.9.2. Financial Performance
  • 12.9.3. Product Benchmarking
  • 12.9.4. Recent Development
• 12.10. The MathWorks, Inc.
  • 12.10.1. Company Overview
  • 12.10.2. Financial Performance
  • 12.10.3. Product Benchmarking
  • 12.10.4. Recent Development